The raw data is available as ndjson files seperated by category, in the following format: KeyĬategory the player was prompted to draw. Please keep in mind that while this collection of drawings was individually moderated, it may still contain inappropriate content.

We have also released a tutorial and model for training your own drawing classifier on. If you create something with this dataset, please let us know by e-mail or at A.I. We're sharing them here for developers, researchers, and artists to explore, study, and learn from. You can browse the recognized drawings on /data. The drawings were captured as timestamped vectors, tagged with metadata including what the player was asked to draw and in which country the player was located. If you’d like, get a set of graphite pencils with different hardnesses so you can experiment.The Quick Draw Dataset is a collection of 50 million drawings across 345 categories, contributed by players of the game Quick, Draw!.For instance, you might try filling a page with two-dimensional shapes such as circles, squares, or triangles. After you get comfortable with lines and curves, try drawing shapes.

Try wavy lines, zig-zag lines, and tangled, scribbly lines.

Practice drawing lines of different lengths, thicknesses, and textures.This will help you build up your coordination on the page. Try making a series of big loops on the paper, then draw tiny swirls below that.Once you feel comfortable drawing a straight line, practice rotating your wrist as you draw to create a curve. Normally, it is easier to draw a straight line when you use your whole arm, not just the wrist. It’s harder than it looks! Practice holding your hand at different angles to see what feels best. If you're just learning to draw, start by dragging the pencil over the page in a straight line.

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